1)重庆邮电大学计算机科学与技术学院,重庆 400065;2)重庆邮电大学光电工程学院,重庆 400065;3)成都市第五人民医院超声医学科,成都 611130;4)Department of Medical Engineering, University of South Florida, Tampa 33620, USA
重庆邮电大学博士研究生创新人才项目(BYJS202117)和重庆市教育委员会青年基金(KJQN20200607)资助项目。
1)School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065, China;2)School of Optoelectric Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China;3)Ultrasonic Department, the Fifth People’s Hospital of Chengdu, Chengdu 611130, China;4)Department of Medical Engineering, University of South Florida, Tampa 33620, USA
This work was supported by grants from Chongqing University of Posts and Telecommunications Doctoral Innovative Talents Program (BYJS202117) and Chongqing Municipal Education Committee Youth Foundation (KJQN20200607).
目的 扩散光学层析成像(diffuse optical tomography,DOT)在女性大尺寸乳腺检测时因信噪比低,导致其成像分辨率较低。本文基于计算机断层扫描激光乳腺成像系统(computed tomography laser mammography,CTLM),提出一种提高乳腺扩散光学层析成像分辨率的方式。方法 本文首先通过仿体实验探讨仿体直径和目标深度对扩散光学层析成像分辨率的影响;其次,本文使用高透性的光敏树脂通过3D打印制作外壳定位件,在验证其对扩散光学层析成像分辨率无显著影响后,利用外壳定位件对被测物进行约束压缩,以减小被测物直径来提高信噪比,优化扩散光学层析成像分辨率。结果 本文通过仿体实验验证了仿体直径的增加和目标深度的变化均会在一定程度上影响成像分辨率,随着仿体直径的增加,其感兴趣区(region of interests,ROIs)宽轴和长轴半高宽基本属于上升趋势;随着目标深度的增加,也会对ROIs宽轴和长轴半高宽产生影响。同时发现仿体直径对ROIs长轴半高宽有显著影响,目标深度对ROIs宽轴半高宽有显著影响。另外通过仿体实验结果验证了外壳定位件对扩散光学层析成像分辨率无显著影响,利用外壳定位件约束压缩后ROIs长轴半高宽降幅明显,降幅达到30%以上,远大于宽轴半高宽的降幅,达到了提高成像分辨率的作用。结论 本文所提出的方式能够达到提高乳腺扩散光学层析成像分辨率的作用,且所使用的材料和方法简单,具有较强的可实施性,为提高乳腺扩散光层析成像分辨率提供了新思路。
Objective Diffuse optical tomography (DOT) has low signal-to-noise ratio in the detection of big breasts in women, resulting in low imaging resolution. This paper proposed a way to improve the resolution of diffuse optical tomography, based on the computed tomography laser mammography (CTLM).Methods All experiments in this paper were phantom experiments. Firstly, this paper explored the effects of phantom diameter and target depth on the resolution of DOT. Secondly, this paper proposed to use the flexible photosensitive resin to make the outer covering part through 3D print, then use the outer covering part to constrain the measured object to reduce the diameter of the measured object to optimize the resolution of DOT, after verifying that the outer covering part had no significant effect on the resolution of DOT.Results In this paper, it was verified by phantom experiments that the changes of the phantom diameter and the target depth would affect the imaging resolution. With the increase of the phantom diameter, the wide-axis FWHM and the long-axis FWHM of the ROIs (region of interests) basically showed an upward trend. With the increase of the target depth, it was also affect the wide-axis full width at half maximum (FWHM) and the long-axis FWHM of the ROIs. The experimental results aslo found that the diameter of the phantom had a significant effect on the long-axis FWHM of the ROIs, and the target depth has a significant effect on the wide-axis FWHM of the ROIs. In addition, the results of the phantom experiment verified that the outer covering part had no significant effect on the resolution of DOT. Simultaneously, after compressing the measured object with the outer covering part, the long-axis FWHM of the ROIs decreased significantly, and the reduction reached more than 30%, which was much larger than the wide-axis FWHM of the ROIs. It was confirmed that it could achieve the effect of improving the imaging resolution by using the outer covering part to constrain the measured object.Conclusion The way proposed in this paper can achieve the effect of improving the resolution of breast diffuse optical tomography, and the materials and methods used were simple and had strong practicability, which provided a new idea for improving the resolution of breast diffuse optical tomography.
李伦,吴丹,温艳婷,陈艺,迟子惠,田银,蒋华北.一种提高乳腺扩散光学层析成像分辨率的方式[J].生物化学与生物物理进展,2022,49(12):2440-2449
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